Post by Dmitriy Moskovskiy

Most industrial AI failures do not start with the model. They begin when sensors, PLCs, SCADA, historians, MES, OEE, IT, management, and AI each operate with a different version of production truth—and no one preserves the evidence chain or owns the final consequence. This field guide brings my industrial automation, OT/IT, controls, AI-governance, validation, testability, robotics, and data-center writings into one practical map. It explains: Who owns the truth? Who may authorize AI? Can the decision be proven? Is the validation still valid? Who owns the consequence? The central rule is simple: One production truth. Clear authority. No hidden control. The article also provides direct paths into the full technical library for readers who want to go deeper. #IndustrialAI #IndustrialAutomation #SCADA #MES #OEE #OTIT #AIGovernance #ControlsEngineering #SystemsEngineering #Manufacturing